Shaowu Liu

According to our database, Shaowu Liu authored at least 41 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Causal Optimal Transport for Treatment Effect Estimation.

Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu

IEEE Trans. Neural Networks Learn. Syst., August, 2023

ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans.

Cuihong Wen, Shaowu Liu, Shuai Liu, Ali Asghar Heidari, Mohammad Hijji, Carmen Zarco, Khan Muhammad

Comput. Biol. Medicine, February, 2023

2022

Deep treatment-adaptive network for causal inference.

Qian Li, Zhichao Wang, Shaowu Liu, Gang Li, Guandong Xu

VLDB J., 2022

V-SVR+: Support Vector Regression With Variational Privileged Information.

Yangyang Shu, Qian Li, Chang Xu, Shaowu Liu, Guandong Xu

IEEE Trans. Multim., 2022

A framework for a knowledge based cold spray repairing system.

Hongjian Wu, Shaowu Liu, Xinliang Xie, Yicha Zhang, Hanlin Liao, Sihao Deng

J. Intell. Manuf., 2022

2021

Leveraging unstructured call log data for customer churn prediction.

Nhi N. Y. Vo, Shaowu Liu, Xitong Li, Guandong Xu

Knowl. Based Syst., 2021

Leveraging multi-level dependency of relational sequences for social spammer detection.

Jun Yin, Qian Li, Shaowu Liu, Zhiang Wu, Guandong Xu

Neurocomputing, 2021

Causal-Aware Generative Imputation for Automated Underwriting.

Qian Li, Tri Dung Duong, Zhichao Wang, Shaowu Liu, Dingxian Wang, Guandong Xu

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Deep learning for misinformation detection on online social networks: a survey and new perspectives.

Md. Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu

Soc. Netw. Anal. Min., 2020

Learning with privileged information for photo aesthetic assessment.

Yangyang Shu, Qian Li, Shaowu Liu, Guandong Xu

Neurocomputing, 2020

Causality Learning: A New Perspective for Interpretable Machine Learning.

Guandong Xu, Tri Dung Duong, Qian Li, Shaowu Liu, Xianzhi Wang

CoRR, 2020

Leveraging Sentiment Distributions to Distinguish Figurative From Literal Health Reports on Twitter.

Rhys Biddle, Aditya Joshi, Shaowu Liu, Cécile Paris, Guandong Xu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Joint Relational Dependency Learning for Sequential Recommendation.

Xiangmeng Wang, Qian Li, Wu Zhang, Guandong Xu, Shaowu Liu, Wenhao Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Electricity Price Forecasting using Convolution and LSTM Models.

Dhruv Aditya Mittal, Shaowu Liu, Guandong Xu

Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

MHIVis: Visual Analytics for Exploring Mental Illness of Policyholders in Life Insurance Industry.

Md. Rafiqul Islam, Shaowu Liu, Imran Razzak, Muhammad Ashad Kabir, Xianzhi Wang, Peter Tilocca, Guandong Xu

Proceedings of the 7th International Conference on Behavioural and Social Computing, 2020

2019

DPWeVote: differentially private weighted voting protocol for cloud-based decision-making.

Ziqi Yan, Jiqiang Liu, Shaowu Liu

Enterp. Inf. Syst., 2019

Deep learning for decision making and the optimization of socially responsible investments and portfolio.

Nhi N. Y. Vo, Xuezhong He, Shaowu Liu, Guandong Xu

Decis. Support Syst., 2019

Locally private Jaccard similarity estimation.

Ziqi Yan, Qiong Wu, Meng Ren, Jiqiang Liu, Shaowu Liu, Shuo Qiu

Concurr. Comput. Pract. Exp., 2019

Electricity Price Forecast using Meteorology data: A study in Australian Energy Market.

Ming Zhao, Yangyang Shu, Shaowu Liu, Guandong Xu

Proceedings of the 6th International Conference on Behavioral, 2019

Prediction and Analysis of Rumour's Impact on Social Media.

Jun Yin, Shaowu Liu, Qian Li, Guandong Xu

Proceedings of the 6th International Conference on Behavioral, 2019

On Completing Sparse Knowledge Base with Transitive Relation Embedding.

Zili Zhou, Shaowu Liu, Guandong Xu, Wu Zhang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Knowledge-Based Recommendation with Hierarchical Collaborative Embedding.

Zili Zhou, Shaowu Liu, Guandong Xu, Xing Xie, Jun Yin, Yidong Li, Wu Zhang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Social Spammer Detection: A Multi-Relational Embedding Approach.

Jun Yin, Zili Zhou, Shaowu Liu, Zhiang Wu, Guandong Xu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Multimodal Mixture Density Boosting Network for Personality Mining.

Nhi N. Y. Vo, Shaowu Liu, Xuezhong He, Guandong Xu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Client Churn Prediction with Call Log Analysis.

Nhi N. Y. Vo, Shaowu Liu, James Brownlow, Charles Chu, Ben Culbert, Guandong Xu

Proceedings of the Database Systems for Advanced Applications, 2018

Semi-Supervised Soft K-Means Clustering of Life Insurance Questionnaire Responses.

Rhys Biddle, Shaowu Liu, Guandong Xu

Proceedings of the 5th International Conference on Behavioral, 2018

Automated Underwriting in Life Insurance: Predictions and Optimisation.

Rhys Biddle, Shaowu Liu, Peter Tilocca, Guandong Xu

Proceedings of the Databases Theory and Applications, 2018

2017

Erratum to: Preference Relation-based Markov Random Fields for Recommender Systems.

Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang

Mach. Learn., 2017

Preference Relation-based Markov Random Fields for Recommender Systems.

Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang

Mach. Learn., 2017

WarnFi: Non-invasive wifi-based abnormal activity sensing using non-parametric model.

Na Pang, Dali Zhu, Gang Li, Shaowu Liu

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Collaborative Filtering via Different Preference Structures.

Shaowu Liu, Na Pang, Guandong Xu, Huan Liu

Proceedings of the Knowledge Science, Engineering and Management, 2017

NotiFi: A ubiquitous WiFi-based abnormal activity detection system.

Dali Zhu, Na Pang, Gang Li, Shaowu Liu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Latent factor analysis for low-dimensional implicit preference prediction.

Zili Zhou, Guandong Xu, Xiao Zhu, Shaowu Liu

Proceedings of the 2017 International Conference on Behavioral, 2017

Towards simplified insurance application via sparse questionnaire optimization.

Shaowu Liu, Guandong Xu, Xiao Zhu, Zili Zhou

Proceedings of the 2017 International Conference on Behavioral, 2017

2016

WiseFi: Activity Localization and Recognition on Commodity Off-the-Shelf WiFi Devices.

Dali Zhu, Na Pang, Gang Li, Shaowu Liu

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2014

Mining permission patterns for contrasting clean and malicious android applications.

Veelasha Moonsamy, Jia Rong, Shaowu Liu

Future Gener. Comput. Syst., 2014

Ordinal Random Fields for Recommender Systems.

Shaowu Liu, Truyen Tran, Gang Li

Proceedings of the Sixth Asian Conference on Machine Learning, 2014

2013

Contrasting Permission Patterns between Clean and Malicious Android Applications.

Veelasha Moonsamy, Jia Rong, Shaowu Liu, Gang Li, Lynn Margaret Batten

Proceedings of the Security and Privacy in Communication Networks, 2013

2012

K-Complex Detection Using a Hybrid-Synergic Machine Learning Method.

Huy Quan Vu, Gang Li, Nadezda Sukhorukova, Gleb Beliakov, Shaowu Liu, Carole Philippe, Hélène Amiel, Adrien Ugon

IEEE Trans. Syst. Man Cybern. Part C, 2012

Identifying Microphone from Noisy Recordings by Using Representative Instance One Class-Classification Approach.

Huy Quan Vu, Shaowu Liu, Xinghua Yang, Zhi Li, Yongli Ren

J. Networks, 2012

Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database.

Shaowu Liu, Jiyong Wei, Shouwei Wang

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012